{"id":"W4381570310","doi":"10.3389/fspas.2023.1172546","title":"Planetary protection: an international concern and responsibility","year":2023,"lang":"en","type":"article","venue":"Frontiers in Astronomy and Space Sciences","topic":"Planetary Science and Exploration","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Space Agency","funders":"Observatoire de Paris, Université de Recherche Paris Sciences et Lettres","keywords":"Committee on Space Research; Outer space; Space (punctuation); International Space Station; Space policy; Space law; Space exploration; International law; Treaty; Political science; Law; Physics; Astrobiology; Computer science; Astronomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005267187,0.0000732117,0.00008701106,0.0001509684,0.0001906726,0.0001070036,0.0001280391,0.00001785342,0.00002477916],"category_scores_gemma":[0.000005309303,0.00006552404,0.000009717361,0.0002680204,0.0003286507,0.001006745,0.00003448099,0.00007803855,0.00001106074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007567451,"about_ca_system_score_gemma":0.00004891187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001962864,"about_ca_topic_score_gemma":0.00003388363,"domain_scores_codex":[0.9992576,0.00004662886,0.00009816699,0.0003016285,0.0001207703,0.0001751982],"domain_scores_gemma":[0.9998029,0.00001575366,0.00003643163,0.0000736017,0.000008735399,0.00006260598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002348289,0.000009704881,0.9464782,0.000001300399,0.000004527559,7.966655e-7,0.0004249696,0.0007402148,0.00004862233,0.0008221705,0.0003974276,0.05104852],"study_design_scores_gemma":[0.00048096,0.0002376473,0.8674901,0.00001988278,0.000005229284,0.000002363493,0.01455408,0.07446197,0.0001276218,0.01021179,0.03215395,0.0002543792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861453,0.00003134144,0.01094245,0.001135896,0.0004697705,0.0001446559,0.00002244885,0.00002415933,0.001083973],"genre_scores_gemma":[0.9901218,0.00001006691,0.009497505,0.00001564367,0.0001028297,0.00001200051,0.00007028692,0.000001581433,0.0001683001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07898813,"threshold_uncertainty_score":0.2671993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783839911861755,"score_gpt":0.2565930288517431,"score_spread":0.2287546297331256,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}